Fold 3 - Understanding why coefficient 37605 was selected
Tag: UNICI
Selected Coefficient: 37605
Taxonomy Path: 1.2.6
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Belts
Products with this tag: 5
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 37605 | 1.000160 | 1.2.6 | 6.2.1 (6*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Belts | Yes |
| 162425 | 1.000481 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 1042 | 4.000000 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "UNICI" tag (processing sequence 2738). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 6819 | Stola Scozzese | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 124820 | none | |
| 6826 | Cintura Antichità | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 6827 | Cintura Ovale | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 6828 | Cintura Quadrata | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 6821 | Tote bag Pride and Prejudice | 1042 | Luggage & Bags > Tote Bags | none | -36563 | none |